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gradcam

Here are 105 public repositories matching this topic...

torch-cam

frgfm / torch-cam

Sponsor

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

python deep-learning grad-cam cnn pytorch saliency-map interpretability smoothgrad interpretable-deep-learning gradcam activation-maps class-activation-map gradcam-plus-plus score-cam

Updated Jan 14, 2023
Python

haofanwang / Score-CAM

Official implementation of Score-CAM in PyTorch

heatmap grad-cam pytorch cam saliency class-activation-maps cnn-visualization-technique gradcam gradient-free cnn-visualization visual-explanations explainability score-cam scorecam

Updated Aug 6, 2022
Python

triplet-attention

landskape-ai / triplet-attention

Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

computer-vision deep-learning paper detection imagenet convolutional-neural-networks arxiv attention-mechanism attention-mechanisms gradcam triplet-attention

Updated Sep 24, 2021
Jupyter Notebook

insikk / Grad-CAM-tensorflow

tensorflow implementation of Grad-CAM (CNN visualization)

visualization grad-cam machinelearning resnet convolutional-neural-networks vgg16 tesnorflow gradcam

Updated May 25, 2018
Jupyter Notebook

1Konny / gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++

interpretable-deep-learning gradcam cnn-visualization gradcam-plus-plus

Updated Apr 23, 2019
Jupyter Notebook

keisen / tf-keras-vis

Neural network visualization toolkit for tf.keras

visualization python deep-learning tensorflow keras grad-cam keras-visualization saliency explainable-ai explainable-ml xai gradcam gradcam-plus-plus keras-vis explainability xai-library saliency-maps activation-maximization score-cam

Updated Dec 19, 2022
Python

pooya-mohammadi / yolov5-gradcam

Visualizing Yolov5's layers using GradCam

deep-learning pytorch convolutional-neural-networks visualizing gradcam yolov5 deeputils

Updated Aug 7, 2022
Jupyter Notebook

chitra

gradsflow / chitra

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

visualization python machine-learning deep-learning tensorflow image-processing pytorch image-classification image-dataset object-detection hacktoberfest bounding-boxes model-interpretation model-deployment model-serving model-visualization gradcam mlops fastapi

Updated Jun 27, 2022
Python

AnshMittal1811 / MachineLearning-AI

This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

machine-learning deep-neural-networks computer-vision deep-learning neural-network transformers pytorch neural-networks image-classification convolutional-neural-networks audio-signal-processing generative-models lidar-point-cloud 3d-computer-vision gradcam graph-neural-networks neural-rendering neural-radiance-fields vision-transformer

Updated Mar 22, 2023

hans66hsu / nn_interpretability

Pytorch implementation of various neural network interpretability methods

pytorch deepdream saliency-map occlusion-sensitivity smoothgrad guided-backpropagation interpretable-deep-learning lrp gradient-visualization interpretable gradcam deconvnet cnn-visualization deeplift integrated-gradients activation-maximization interpretability-methods uncertainty-interpretability taylor-decomposition nn-interpretability

Updated Mar 8, 2022
Jupyter Notebook

rsk97 / Diabetic-Retinopathy-Detection

DIAGNOSIS OF DIABETIC RETINOPATHY FROM FUNDUS IMAGES USING SVM, KNN, and attention-based CNN models with GradCam score for interpretability,

machine-learning deep-learning sklearn image-processing medical-imaging svm-classifier diabetic-retinopathy-detection knn-classification gradcam

Updated Oct 9, 2020
Jupyter Notebook

vizgradcam

gkeechin / vizgradcam

vizgradcam is the fastest way to visualize GradCAM with your Keras models.

visualization deep-learning tensorflow keras gradcam

Updated Oct 7, 2021
Python

Karol-G / Gcam

Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.

visualization grad-cam pytorch medical-imaging segmentation 3d 2d gcam saliency guided-backpropagation guided-grad-cam gradient-visualization gradcam cnn-visualization gradcam-plus-plus guidedgradcam

Updated Nov 17, 2020
Python

leftthomas / GradCAM

A PyTorch implementation of Grad-CAM based on ICCV 2017 paper "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

pytorch opencv3 gradcam

Updated May 12, 2018
Python

xrays-and-gradcam

priyavrat-misra / xrays-and-gradcam

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

localization deep-learning cnn transfer-learning vgg16 imbalanced-data oversampling fine-tuning gradcam pneumonia radiographs early-stopping pytorch-implementation resnet18 densenet121 xrays covid-19

Updated May 15, 2021
Jupyter Notebook

fastcam

LLNL / fastcam

A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.

demo deep-learning pytorch interpretability saliency explainable-ai xai gradcam cnn-visualization visual-explanations saliency-maps pytorch-gradcam

Updated Sep 29, 2020
Jupyter Notebook

Oichii / DeepPulse-pytorch

PyTorch implementation of pulse measurement neural networks.

pytorch heart-rate pulse gradcam hr-cnn physnet-3d physnet

Updated Mar 27, 2022
Python

samson6460 / tf_keras_gradcamplusplus

tensorflow.keras implementation of gradcam and gradcam++

deep-learning neural-network tensorflow keras neural-networks deeplearning gradcam gradcam-plus-plus tensorflow2 tensorflow-keras

Updated Oct 21, 2022
Python

pifalken / YOLOv3-GradCAM

GradCAM algorithm implementation for YOLOv3

pytorch gradcam yolov3

Updated May 15, 2020
Python

himanshurawlani / convnet-interpretability-keras

Visualizing VGG16 Convolutional Neural Network using Keras

visualization tensorflow keras filters convolutional-neural-networks vgg16 heatmaps gradcam deconvnet

Updated Dec 28, 2019
Jupyter Notebook

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